Colleges Universities
Graduate Research Aspirant
Open Web Presence
Strong · Search Engine Appearances ρ=0.291
AI recommendation signal analysis across 231 domains for the Graduate Research Aspirant persona in Colleges Universities.
Open web data in this report comes from Common Crawl HTML crawls.
DomainScore
nsf.gov
99.0
researchgate.net
97.8
stanford.edu
96.6
sciencedirect.com
96.5
berkeley.edu
95.3
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How to use this page
Persona view: this page is scoped to this persona's queries alone.
Use Case
Measure open-web share of voice
The widest lens in this report: billions of web pages checked for places where this segment's topics and brands appear together. Domains with high co-occurrence are the ones the open web already associates with this market, the same association LLMs absorb in training.
How It's Calculated
Where the numbers come from
We scan seven full web crawls (roughly monthly, December 2025 through June 2026, about two billion pages each) for pages that link to a tracked brand domain and also contain one of this segment's topic phrases. Hit counts are exact; the count of distinct publishing websites is a close estimate, so it is presented as approximate.
Overview
What's on this page
Segment-level totals, a top-domains-by-co-occurrence chart, and the full domain table.
Segment Totals
Open web presence at a glance
How much of the open web connects Graduate Research Aspirant's brands with its topics: pages that link to a tracked brand domain and also contain one of this segment's topic phrases. Hit counts are exact; the publishing-website count is a close estimate.
8.8M
Topic Co-occurrences
71.3M
Topic Phrase Matches
239
Brand Domains Seen
About 1.1M
Publishing Websites
Open Web Data
Top domains by open-web presence
The brand domains the open web most often links in the same places it discusses Graduate Research Aspirant's topics. Topic Co-occurrences requires the segment's own vocabulary on the page; Total Appearances counts the domain alongside any tracked phrase; Blended merges the two on a log scale (co-occurrence weighted higher, 0 to 100). The table follows the selected view.
| Domain | Blended | Topic Co-occurrences | Total Appearances |
|---|---|---|---|
| nsf.gov | 99.0 | 521,392 | 17,344,859 |
| researchgate.net | 97.8 | 500,922 | 11,297,239 |
| stanford.edu | 96.6 | 583,799 | 4,945,796 |
| sciencedirect.com | 96.5 | 293,696 | 17,678,399 |
| berkeley.edu | 95.3 | 565,569 | 3,005,575 |
| nature.com | 95.0 | 279,377 | 10,356,183 |
| cdc.gov | 94.4 | 169,599 | 20,935,185 |
| nih.gov | 94.3 | 219,504 | 12,394,698 |
| whitehouse.gov | 92.1 | 145,029 | 10,479,476 |
| mit.edu | 90.9 | 306,885 | 1,563,301 |
| usnews.com | 90.3 | 167,753 | 3,779,300 |
| mdpi.com | 90.3 | 127,015 | 6,382,321 |
| arxiv.org | 89.8 | 116,612 | 6,044,384 |
| theconversation.com | 89.4 | 123,481 | 4,659,704 |
| nces.ed.gov | 88.5 | 145,237 | 2,342,133 |
| psu.edu | 88.5 | 142,862 | 2,385,675 |
| prnewswire.com | 88.5 | 61,993 | 11,574,350 |
| public-pages-files-2025.frontiersin.org | 88.0 | 99,749 | 3,915,841 |
| pmc.ncbi.nlm.nih.gov | 88.0 | 54,461 | 12,424,805 |
| harvard.edu | 87.8 | 124,758 | 2,332,104 |
| webofscience.com | 87.6 | 212,183 | 782,049 |
| cornell.edu | 87.6 | 128,632 | 1,965,315 |
| ed.gov | 87.4 | 120,455 | 2,085,950 |
| illinois.edu | 87.1 | 141,051 | 1,392,068 |
| ox.ac.uk | 87.1 | 110,937 | 2,173,501 |
| time.com | 86.7 | 63,948 | 5,251,648 |
| uw.edu | 86.5 | 135,680 | 1,129,101 |
| insidehighered.com | 86.4 | 122,111 | 1,355,453 |
| coursera.org | 86.1 | 60,517 | 4,432,753 |
| usc.edu | 85.9 | 118,792 | 1,153,036 |
| chronicle.com | 85.7 | 115,378 | 1,095,922 |
| yale.edu | 84.9 | 91,158 | 1,255,328 |
| uchicago.edu | 84.8 | 116,147 | 748,567 |
| brookings.edu | 84.5 | 55,696 | 2,699,122 |
| weforum.org | 84.3 | 43,445 | 3,979,849 |
| ets.org | 84.1 | 90,081 | 897,418 |
| science.org | 83.7 | 61,212 | 1,608,620 |
| princeton.edu | 83.2 | 69,766 | 1,026,147 |
| academia.edu | 82.9 | 44,023 | 2,105,867 |
| gatech.edu | 82.8 | 80,173 | 647,143 |
| umich.edu | 82.8 | 62,702 | 1,034,084 |
| axios.com | 82.7 | 32,791 | 3,427,891 |
| ucla.edu | 82.5 | 72,471 | 700,247 |
| news.berkeley.edu | 82.4 | 81,054 | 539,003 |
| columbia.edu | 81.7 | 50,665 | 995,363 |
| timeshighereducation.com | 81.6 | 66,597 | 570,446 |
| northwestern.edu | 80.7 | 52,783 | 596,786 |
| higheredjobs.com | 80.6 | 50,711 | 626,843 |
| cam.ac.uk | 80.6 | 45,315 | 760,125 |
| topuniversities.com | 80.5 | 50,534 | 586,188 |
| phys.org | 79.8 | 28,954 | 1,274,051 |
| scimagojr.com | 79.7 | 36,937 | 779,416 |
| cmu.edu | 79.6 | 41,407 | 601,139 |
| daad.de | 79.3 | 55,925 | 292,093 |
| sciencemag.org | 79.3 | 34,611 | 732,475 |
| sc.edu | 78.7 | 36,544 | 509,157 |
| edx.org | 78.7 | 28,142 | 834,623 |
| nationalacademies.org | 78.5 | 31,232 | 635,734 |
| khanacademy.org | 78.4 | 21,420 | 1,239,285 |
| universityofcalifornia.edu | 78.2 | 36,849 | 420,229 |
| proquest.com | 78.0 | 28,680 | 616,236 |
| niche.com | 78.0 | 22,187 | 984,291 |
| imperial.ac.uk | 77.8 | 29,083 | 544,346 |
| etsu.edu | 77.3 | 35,042 | 316,243 |
| ssrn.com | 77.3 | 19,870 | 928,114 |
| uc.edu | 76.9 | 27,839 | 408,707 |
| qs.com | 75.8 | 19,597 | 493,823 |
| caltech.edu | 75.7 | 27,060 | 258,835 |
| acs.org | 75.7 | 22,874 | 352,705 |
| depts.ttu.edu | 75.5 | 27,948 | 223,258 |
| jhu.edu | 75.4 | 25,306 | 257,358 |
| washingtonmonthly.com | 75.3 | 15,041 | 672,152 |
| aaas.org | 75.2 | 24,885 | 242,265 |
| buffalo.edu | 75.0 | 22,789 | 263,772 |
| aeaweb.org | 75.0 | 15,301 | 560,368 |
| grad.wisc.edu | 74.9 | 34,517 | 114,504 |
| binghamton.edu | 74.7 | 23,004 | 236,538 |
| profiles.stanford.edu | 74.7 | 19,257 | 321,010 |
| nsfgrfp.org | 74.1 | 33,883 | 86,119 |
| city-journal.org | 73.6 | 11,568 | 541,996 |
| library.illinois.edu | 73.1 | 15,407 | 254,258 |
| aps.org | 72.7 | 18,380 | 154,983 |
| aaup.org | 72.4 | 17,517 | 146,038 |
| historians.org | 72.4 | 13,648 | 238,321 |
| scholarships.com | 72.0 | 13,746 | 200,648 |
| ocw.mit.edu | 71.8 | 10,904 | 287,106 |
| graduateschool.colostate.edu | 71.5 | 15,073 | 134,330 |
| gradschool.cornell.edu | 71.3 | 18,807 | 79,988 |
| gse.harvard.edu | 71.1 | 13,454 | 143,207 |
| nacacnet.org | 71.1 | 12,319 | 170,175 |
| aas.org | 70.9 | 14,544 | 112,152 |
| petersons.com | 70.8 | 13,008 | 132,196 |
| thecompleteuniversityguide.co.uk | 70.8 | 11,577 | 166,370 |
| openreview.net | 70.7 | 7,683 | 350,297 |
| grad.berkeley.edu | 70.5 | 16,675 | 73,688 |
| grad.illinois.edu | 70.4 | 16,120 | 75,213 |
| markets.businessinsider.com | 70.4 | 4,162 | 987,522 |
| ethz.ch | 70.3 | 10,541 | 161,951 |
| grad.uchicago.edu | 70.2 | 15,753 | 71,817 |
| prospects.ac.uk | 70.2 | 9,400 | 188,996 |
| gradschool.unh.edu | 70.1 | 12,254 | 109,668 |
| insider.com | 70.1 | 4,632 | 714,999 |
| grad.ucsd.edu | 69.7 | 12,562 | 89,854 |
| elpais.com | 69.5 | 5,294 | 431,502 |
| career.ucsf.edu | 68.8 | 9,573 | 102,882 |
| academicjobsonline.org | 68.7 | 12,016 | 64,412 |
| grad.uw.edu | 68.5 | 13,603 | 46,436 |
| cgsnet.org | 68.5 | 13,201 | 49,501 |
| aera.net | 68.5 | 10,258 | 80,036 |
| overleaf.com | 68.4 | 7,062 | 154,248 |
| shanghairanking.com | 68.1 | 9,897 | 72,648 |
| grad.ucla.edu | 67.7 | 11,408 | 45,203 |
| aau.edu | 67.5 | 8,960 | 67,168 |
| collegedunia.com | 67.2 | 5,471 | 153,539 |
| collegefactual.com | 67.1 | 7,246 | 84,916 |
| today.ucsd.edu | 67.1 | 5,942 | 126,653 |
| findaphd.com | 66.8 | 8,186 | 60,222 |
| hub.jhu.edu | 66.3 | 4,429 | 157,282 |
| openalex.org | 66.3 | 4,425 | 157,794 |
| mastersportal.com | 66.0 | 5,228 | 100,316 |
| gradschools.com | 65.7 | 7,362 | 45,975 |
| mitadmissions.org | 65.7 | 6,788 | 53,406 |
| cra.org | 65.6 | 6,570 | 53,431 |
| grad.msu.edu | 65.5 | 8,845 | 29,648 |
| students.dartmouth.edu | 65.3 | 6,069 | 54,720 |
| pathwaystoscience.org | 65.2 | 8,354 | 28,806 |
| theprofessorisin.com | 65.1 | 6,568 | 44,398 |
| about.proquest.com | 65.1 | 3,215 | 172,491 |
| library.uncw.edu | 64.9 | 5,607 | 54,510 |
| carnegiefoundation.org | 64.7 | 6,391 | 38,473 |
| pivot.proquest.com | 64.5 | 6,532 | 34,662 |
| asee.org | 64.3 | 5,060 | 51,411 |
| gsas.harvard.edu | 64.1 | 6,394 | 29,937 |
| gsas.yale.edu | 63.8 | 6,566 | 25,839 |
| edurank.org | 63.8 | 4,745 | 47,714 |
| offices.vassar.edu | 63.7 | 5,437 | 34,938 |
| apsanet.org | 63.7 | 5,182 | 37,997 |
| gradschool.utexas.edu | 63.6 | 6,569 | 22,983 |
| nrmp.org | 63.6 | 3,783 | 67,781 |
| nrc.gov | 63.4 | 2,186 | 172,813 |
| chroniclevitae.com | 63.2 | 5,141 | 31,683 |
| thebestschools.org | 63.0 | 3,551 | 58,447 |
| gradschool.duke.edu | 62.6 | 5,245 | 23,769 |
| ncsesdata.nsf.gov | 62.6 | 4,676 | 29,114 |
| academickeys.com | 62.5 | 5,294 | 22,256 |
| gradadmissions.stanford.edu | 62.3 | 5,081 | 21,661 |
| grad-schools.usnews.rankingsandreviews.com | 62.1 | 4,372 | 27,321 |
| openlearning.mit.edu | 61.9 | 3,140 | 46,406 |
| profellow.com | 61.7 | 5,026 | 17,649 |
| cornellsun.com | 61.3 | 2,680 | 48,638 |
| rackham.umich.edu | 60.8 | 4,065 | 17,858 |
| vpge.stanford.edu | 60.6 | 3,910 | 17,937 |
| casita.com | 60.6 | 2,442 | 43,529 |
| natureindex.com | 59.8 | 2,698 | 25,831 |
| nrc-cnrc.gc.ca | 59.7 | 1,777 | 53,630 |
| artofproblemsolving.com | 59.6 | 1,422 | 79,755 |
| csagroup.org | 59.5 | 1,173 | 108,708 |
| ratemyprofessors.com | 59.1 | 1,667 | 47,423 |
| gradschool.princeton.edu | 58.9 | 3,312 | 11,827 |
| phdportal.com | 58.9 | 1,514 | 52,064 |
| jobs.chronicle.com | 58.4 | 2,383 | 17,810 |
| scholarshipportal.com | 58.4 | 1,550 | 41,457 |
| studyportals.com | 58.4 | 1,347 | 54,234 |
| phdstipends.com | 58.3 | 2,505 | 16,029 |
| gsas.columbia.edu | 58.1 | 2,591 | 13,397 |
| findamasters.com | 58.1 | 1,939 | 23,255 |
| thegradcafe.com | 58.0 | 2,597 | 12,746 |
| research.utah.edu | 58.0 | 2,357 | 15,875 |
| collegexpress.com | 58.0 | 1,772 | 26,987 |
| versatilephd.com | 57.3 | 2,350 | 11,694 |
| graduatestudies.uoregon.edu | 57.2 | 2,218 | 12,719 |
| uiuc.edu | 57.2 | 1,774 | 18,878 |
| blogs.lawrence.edu | 57.2 | 1,617 | 22,558 |
| academicinfluence.com | 57.1 | 1,538 | 24,001 |
| sgs-faculty.rutgers.edu | 56.8 | 2,309 | 9,573 |
| grad.washington.edu | 56.6 | 2,597 | 7,055 |
| academicpositions.com | 56.5 | 2,039 | 10,743 |
| phds.org | 56.5 | 1,967 | 11,746 |
| mcnairscholars.com | 56.4 | 2,260 | 8,563 |
| research.uci.edu | 54.9 | 1,273 | 13,755 |
| bestcollegereviews.org | 54.6 | 1,119 | 15,122 |
| careernetwork.msu.edu | 54.2 | 1,326 | 9,432 |
| piazza.com | 54.1 | 871 | 20,438 |
| worldscholarshipforum.com | 53.5 | 932 | 13,393 |
| grad.school | 53.2 | 1,345 | 6,065 |
| brilliant.org | 53.0 | 529 | 32,741 |
| csrankings.org | 52.9 | 1,134 | 7,430 |
| graduateguide.com | 52.6 | 1,130 | 6,447 |
| gradadmissions.mit.edu | 51.9 | 1,129 | 4,776 |
| gradschoolshopper.com | 51.7 | 1,145 | 4,254 |
| gradschoolhub.com | 51.2 | 894 | 5,669 |
| studentsreview.com | 51.0 | 307 | 38,684 |
| edvoy.com | 50.7 | 609 | 9,509 |
| scimagoir.com | 50.5 | 751 | 5,906 |
| quantnet.com | 50.0 | 548 | 8,617 |
| academictree.org | 49.8 | 642 | 5,921 |
| projecteuler.net | 49.7 | 324 | 20,589 |
| phdstudent.com | 47.7 | 649 | 2,410 |
| scholarshipsandgrants.us | 47.5 | 420 | 4,939 |
| president.princeton.edu | 47.3 | 441 | 4,218 |
| principia.edu | 46.6 | 336 | 5,216 |
| fundsforindividuals.fundsforngos.org | 45.7 | 295 | 4,599 |
| research.utsa.edu | 45.6 | 315 | 3,899 |
| en.uhomes.com | 45.6 | 195 | 9,573 |
| phdstudies.com | 45.1 | 391 | 2,052 |
| guides.library.stonybrook.edu | 45.0 | 281 | 3,744 |
| career.engin.umich.edu | 44.7 | 374 | 1,929 |
| neoma-bs.fr | 44.5 | 225 | 4,574 |
| research.fas.harvard.edu | 42.3 | 257 | 1,381 |
| faculty.umn.edu | 42.3 | 238 | 1,635 |
| scientifyresearch.org | 41.3 | 189 | 1,679 |
| graduateprograms.com | 40.7 | 209 | 1,061 |
| grad.uiuc.edu | 39.9 | 233 | 623 |
| academicgates.com | 39.6 | 112 | 2,215 |
| stat.arizona.edu | 38.8 | 189 | 576 |
| campusgrotto.com | 38.3 | 72 | 2,889 |
| connections.villanova.edu | 37.1 | 86 | 1,255 |
| graduateshotline.com | 34.1 | 58 | 748 |
| gradschoolmatch.com | 33.9 | 94 | 274 |
| applyindex.com | 31.1 | 47 | 309 |
| gradschool.com | 27.3 | 33 | 120 |
| webofscience.zendesk.com | 26.9 | 16 | 384 |
| library.knox.edu | 21.8 | 6 | 241 |
| peterson.com | 18.4 | 4 | 108 |
| grad.mit.edu | 18.3 | 11 | 19 |
| gradapps.stanford.edu | 17.0 | 5 | 42 |
| gradcafe.com | 16.3 | 5 | 31 |
| universityranking.org | 13.2 | 2 | 31 |
| library.bogazici.edu.tr | 12.1 | 0 | 162 |
| carl.usc.edu | 11.4 | 2 | 14 |
| tier1research.com | 10.4 | 0 | 80 |
| universityratings.com | 10.0 | 1 | 17 |
| withflow.co | 10.0 | 1 | 17 |
| thescholarsplanet.com | 8.2 | 0 | 31 |
| chaifry.org | 7.4 | 0 | 22 |
| carnegiemellon.edu | 6.1 | 0 | 12 |
| professorwatchlist.com | 5.7 | 0 | 10 |
| phd.org | 3.8 | 0 | 4 |
| acenet.org | 2.6 | 0 | 2 |